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E2E Test with tf-mnist-with-summaries

[GSOC] optuna suggestion service logic update #1128

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[GSOC] optuna suggestion service logic update

[GSOC] optuna suggestion service logic update #1128

Run time

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Job Run time
e2e (v1.27.11, tfjob-mnist-with-summaries)
10m 54s
e2e (v1.28.7, tfjob-mnist-with-summaries)
11m 17s
e2e (v1.29.2, tfjob-mnist-with-summaries)
11m 11s
33m 22s